Medical Image Classification on HAM10000 Dirichlet alpha=0.5 (non-IID) benchmark leaderboard · SOTA2 Research

Medical Image Classification on HAM10000 Dirichlet alpha=0.5 (non-IID)

81.1AccuracyFedProIn

Evaluation Results

Method	Links
FedProIn2026.07		81.1	79.3	0.613
FedProx2026.07		80.2	77.9	0.593
BalanceFL2026.07		79.2	75.2	0.564
FedAvg2026.07		78.1	73.4	0.53
MOON2026.07		77.8	73.8	0.522
FedProc2026.07		76.4	71.4	0.483
FedPLVM2026.07		76.2	71.3	0.487
SOLO2026.07		61	63.5	0.319
FedProto2026.07		59.8	62	0.296
FedTGP2026.07		57	61.2	0.32